Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 239808 |
| Missing cells | 481472 |
| Missing cells (%) | 22.3% |
| Duplicate rows | 13224 |
| Duplicate rows (%) | 5.5% |
| Total size in memory | 18.3 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 13224 (5.5%) duplicate rows | Duplicates |
wime_komfort is highly overall correlated with wime_sauberkeit and 2 other fields | High correlation |
wime_sauberkeit is highly overall correlated with wime_komfort and 1 other fields | High correlation |
wime_platzangebot is highly overall correlated with wime_komfort and 2 other fields | High correlation |
wime_gesamtzuf is highly overall correlated with wime_komfort and 1 other fields | High correlation |
wime_personal has 156757 (65.4%) missing values | Missing |
wime_komfort has 52988 (22.1%) missing values | Missing |
wime_sauberkeit has 50007 (20.9%) missing values | Missing |
wime_puenktlich has 49370 (20.6%) missing values | Missing |
wime_platzangebot has 48545 (20.2%) missing values | Missing |
wime_gesamtzuf has 41311 (17.2%) missing values | Missing |
wime_preis_leistung has 15977 (6.7%) missing values | Missing |
wime_fahrplan has 8742 (3.6%) missing values | Missing |
wime_oes_fahrt has 57775 (24.1%) missing values | Missing |
wime_komfort has 3037 (1.3%) zeros | Zeros |
wime_puenktlich has 4923 (2.1%) zeros | Zeros |
wime_platzangebot has 6690 (2.8%) zeros | Zeros |
wime_preis_leistung has 6776 (2.8%) zeros | Zeros |
wime_fahrplan has 5635 (2.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-04 11:25:53.626929 |
|---|---|
| Analysis finished | 2023-01-04 11:26:06.741339 |
| Duration | 13.11 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
wime_personal
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 156757 |
| Missing (%) | 65.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.978648 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 721 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 77.777778 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.222222 |
Descriptive statistics
| Standard deviation | 17.720196 |
|---|---|
| Coefficient of variation (CV) | 0.1969378 |
| Kurtosis | 6.7759742 |
| Mean | 89.978648 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.3642722 |
| Sum | 7472816.7 |
| Variance | 314.00536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 54872 | 22.9% |
| 75 | 10658 | 4.4% |
| 88.88888889 | 5367 | 2.2% |
| 77.77777778 | 4839 | 2.0% |
| 50 | 1918 | 0.8% |
| 66.66666667 | 1877 | 0.8% |
| 44.44444444 | 885 | 0.4% |
| 55.55555556 | 817 | 0.3% |
| 0 | 721 | 0.3% |
| 25 | 468 | 0.2% |
| Other values (3) | 629 | 0.3% |
| (Missing) | 156757 |
| Value | Count | Frequency (%) |
| 0 | 721 | 0.3% |
| 11.11111111 | 138 | 0.1% |
| 22.22222222 | 227 | 0.1% |
| 25 | 468 | 0.2% |
| 33.33333333 | 264 | 0.1% |
| 44.44444444 | 885 | 0.4% |
| 50 | 1918 | 0.8% |
| 55.55555556 | 817 | 0.3% |
| 66.66666667 | 1877 | 0.8% |
| 75 | 10658 |
| Value | Count | Frequency (%) |
| 100 | 54872 | |
| 88.88888889 | 5367 | 2.2% |
| 77.77777778 | 4839 | 2.0% |
| 75 | 10658 | 4.4% |
| 66.66666667 | 1877 | 0.8% |
| 55.55555556 | 817 | 0.3% |
| 50 | 1918 | 0.8% |
| 44.44444444 | 885 | 0.4% |
| 33.33333333 | 264 | 0.1% |
| 25 | 468 | 0.2% |
wime_komfort
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 52988 |
| Missing (%) | 22.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.994204 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3037 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.333333 |
| Q1 | 75 |
| median | 77.777778 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 22.749961 |
|---|---|
| Coefficient of variation (CV) | 0.28799532 |
| Kurtosis | 1.4874209 |
| Mean | 78.994204 |
| Median Absolute Deviation (MAD) | 22.222222 |
| Skewness | -1.2399088 |
| Sum | 14757697 |
| Variance | 517.56072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 71717 | |
| 75 | 40918 | |
| 77.77777778 | 17438 | 7.3% |
| 88.88888889 | 12623 | 5.3% |
| 50 | 11299 | 4.7% |
| 66.66666667 | 10817 | 4.5% |
| 55.55555556 | 5996 | 2.5% |
| 44.44444444 | 4845 | 2.0% |
| 25 | 3087 | 1.3% |
| 0 | 3037 | 1.3% |
| Other values (3) | 5043 | 2.1% |
| (Missing) | 52988 |
| Value | Count | Frequency (%) |
| 0 | 3037 | 1.3% |
| 11.11111111 | 1002 | 0.4% |
| 22.22222222 | 1685 | 0.7% |
| 25 | 3087 | 1.3% |
| 33.33333333 | 2356 | 1.0% |
| 44.44444444 | 4845 | 2.0% |
| 50 | 11299 | 4.7% |
| 55.55555556 | 5996 | 2.5% |
| 66.66666667 | 10817 | 4.5% |
| 75 | 40918 |
| Value | Count | Frequency (%) |
| 100 | 71717 | |
| 88.88888889 | 12623 | 5.3% |
| 77.77777778 | 17438 | 7.3% |
| 75 | 40918 | |
| 66.66666667 | 10817 | 4.5% |
| 55.55555556 | 5996 | 2.5% |
| 50 | 11299 | 4.7% |
| 44.44444444 | 4845 | 2.0% |
| 33.33333333 | 2356 | 1.0% |
| 25 | 3087 | 1.3% |
wime_sauberkeit
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 50007 |
| Missing (%) | 20.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.214165 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1706 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 44.444444 |
| Q1 | 75 |
| median | 77.777778 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 21.482332 |
|---|---|
| Coefficient of variation (CV) | 0.27119307 |
| Kurtosis | 1.1260068 |
| Mean | 79.214165 |
| Median Absolute Deviation (MAD) | 22.222222 |
| Skewness | -1.0950795 |
| Sum | 15034928 |
| Variance | 461.4906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 70170 | |
| 75 | 43649 | |
| 77.77777778 | 18011 | 7.5% |
| 50 | 14083 | 5.9% |
| 88.88888889 | 13642 | 5.7% |
| 66.66666667 | 10775 | 4.5% |
| 55.55555556 | 5581 | 2.3% |
| 44.44444444 | 4508 | 1.9% |
| 25 | 3585 | 1.5% |
| 33.33333333 | 2167 | 0.9% |
| Other values (3) | 3630 | 1.5% |
| (Missing) | 50007 |
| Value | Count | Frequency (%) |
| 0 | 1706 | 0.7% |
| 11.11111111 | 606 | 0.3% |
| 22.22222222 | 1318 | 0.5% |
| 25 | 3585 | 1.5% |
| 33.33333333 | 2167 | 0.9% |
| 44.44444444 | 4508 | 1.9% |
| 50 | 14083 | 5.9% |
| 55.55555556 | 5581 | 2.3% |
| 66.66666667 | 10775 | 4.5% |
| 75 | 43649 |
| Value | Count | Frequency (%) |
| 100 | 70170 | |
| 88.88888889 | 13642 | 5.7% |
| 77.77777778 | 18011 | 7.5% |
| 75 | 43649 | |
| 66.66666667 | 10775 | 4.5% |
| 55.55555556 | 5581 | 2.3% |
| 50 | 14083 | 5.9% |
| 44.44444444 | 4508 | 1.9% |
| 33.33333333 | 2167 | 0.9% |
| 25 | 3585 | 1.5% |
wime_puenktlich
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 49370 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.855209 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 4923 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33.333333 |
| Q1 | 88.888889 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 11.111111 |
Descriptive statistics
| Standard deviation | 22.193637 |
|---|---|
| Coefficient of variation (CV) | 0.24977306 |
| Kurtosis | 6.0891528 |
| Mean | 88.855209 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4968692 |
| Sum | 16921408 |
| Variance | 492.55754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 131705 | |
| 75 | 19226 | 8.0% |
| 88.88888889 | 11702 | 4.9% |
| 77.77777778 | 7321 | 3.1% |
| 0 | 4923 | 2.1% |
| 50 | 4589 | 1.9% |
| 66.66666667 | 2952 | 1.2% |
| 25 | 2359 | 1.0% |
| 44.44444444 | 1566 | 0.7% |
| 55.55555556 | 1485 | 0.6% |
| Other values (3) | 2610 | 1.1% |
| (Missing) | 49370 | 20.6% |
| Value | Count | Frequency (%) |
| 0 | 4923 | 2.1% |
| 11.11111111 | 629 | 0.3% |
| 22.22222222 | 988 | 0.4% |
| 25 | 2359 | 1.0% |
| 33.33333333 | 993 | 0.4% |
| 44.44444444 | 1566 | 0.7% |
| 50 | 4589 | 1.9% |
| 55.55555556 | 1485 | 0.6% |
| 66.66666667 | 2952 | 1.2% |
| 75 | 19226 |
| Value | Count | Frequency (%) |
| 100 | 131705 | |
| 88.88888889 | 11702 | 4.9% |
| 77.77777778 | 7321 | 3.1% |
| 75 | 19226 | 8.0% |
| 66.66666667 | 2952 | 1.2% |
| 55.55555556 | 1485 | 0.6% |
| 50 | 4589 | 1.9% |
| 44.44444444 | 1566 | 0.7% |
| 33.33333333 | 993 | 0.4% |
| 25 | 2359 | 1.0% |
wime_platzangebot
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 48545 |
| Missing (%) | 20.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.114264 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6690 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.222222 |
| Q1 | 75 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 26.782415 |
|---|---|
| Coefficient of variation (CV) | 0.33430271 |
| Kurtosis | 1.3453852 |
| Mean | 80.114264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.4406137 |
| Sum | 15322894 |
| Variance | 717.29776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 96371 | |
| 75 | 28605 | 11.9% |
| 77.77777778 | 12081 | 5.0% |
| 50 | 10865 | 4.5% |
| 88.88888889 | 10341 | 4.3% |
| 66.66666667 | 6876 | 2.9% |
| 0 | 6690 | 2.8% |
| 25 | 5097 | 2.1% |
| 55.55555556 | 4096 | 1.7% |
| 44.44444444 | 3937 | 1.6% |
| Other values (3) | 6304 | 2.6% |
| (Missing) | 48545 |
| Value | Count | Frequency (%) |
| 0 | 6690 | 2.8% |
| 11.11111111 | 1549 | 0.6% |
| 22.22222222 | 2316 | 1.0% |
| 25 | 5097 | 2.1% |
| 33.33333333 | 2439 | 1.0% |
| 44.44444444 | 3937 | 1.6% |
| 50 | 10865 | 4.5% |
| 55.55555556 | 4096 | 1.7% |
| 66.66666667 | 6876 | 2.9% |
| 75 | 28605 |
| Value | Count | Frequency (%) |
| 100 | 96371 | |
| 88.88888889 | 10341 | 4.3% |
| 77.77777778 | 12081 | 5.0% |
| 75 | 28605 | 11.9% |
| 66.66666667 | 6876 | 2.9% |
| 55.55555556 | 4096 | 1.7% |
| 50 | 10865 | 4.5% |
| 44.44444444 | 3937 | 1.6% |
| 33.33333333 | 2439 | 1.0% |
| 25 | 5097 | 2.1% |
wime_gesamtzuf
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41311 |
| Missing (%) | 17.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.600425 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2142 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 75 |
| median | 88.888889 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 19.563135 |
|---|---|
| Coefficient of variation (CV) | 0.23124157 |
| Kurtosis | 3.7255098 |
| Mean | 84.600425 |
| Median Absolute Deviation (MAD) | 11.111111 |
| Skewness | -1.7166711 |
| Sum | 16792931 |
| Variance | 382.71624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 93325 | |
| 75 | 41862 | |
| 88.88888889 | 20359 | 8.5% |
| 77.77777778 | 16801 | 7.0% |
| 50 | 7771 | 3.2% |
| 66.66666667 | 6768 | 2.8% |
| 55.55555556 | 2801 | 1.2% |
| 44.44444444 | 2196 | 0.9% |
| 0 | 2142 | 0.9% |
| 25 | 2035 | 0.8% |
| Other values (3) | 2437 | 1.0% |
| (Missing) | 41311 |
| Value | Count | Frequency (%) |
| 0 | 2142 | 0.9% |
| 11.11111111 | 475 | 0.2% |
| 22.22222222 | 915 | 0.4% |
| 25 | 2035 | 0.8% |
| 33.33333333 | 1047 | 0.4% |
| 44.44444444 | 2196 | 0.9% |
| 50 | 7771 | 3.2% |
| 55.55555556 | 2801 | 1.2% |
| 66.66666667 | 6768 | 2.8% |
| 75 | 41862 |
| Value | Count | Frequency (%) |
| 100 | 93325 | |
| 88.88888889 | 20359 | 8.5% |
| 77.77777778 | 16801 | 7.0% |
| 75 | 41862 | |
| 66.66666667 | 6768 | 2.8% |
| 55.55555556 | 2801 | 1.2% |
| 50 | 7771 | 3.2% |
| 44.44444444 | 2196 | 0.9% |
| 33.33333333 | 1047 | 0.4% |
| 25 | 2035 | 0.8% |
wime_preis_leistung
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15977 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.835878 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6776 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 50 |
| median | 75 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 26.383204 |
|---|---|
| Coefficient of variation (CV) | 0.35732227 |
| Kurtosis | 0.23452505 |
| Mean | 73.835878 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.91730396 |
| Sum | 16526758 |
| Variance | 696.07343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 79704 | |
| 75 | 49834 | |
| 50 | 27836 | 11.6% |
| 77.77777778 | 13293 | 5.5% |
| 66.66666667 | 10076 | 4.2% |
| 25 | 9103 | 3.8% |
| 88.88888889 | 7804 | 3.3% |
| 0 | 6776 | 2.8% |
| 55.55555556 | 6284 | 2.6% |
| 44.44444444 | 6253 | 2.6% |
| Other values (3) | 6868 | 2.9% |
| (Missing) | 15977 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 6776 | 2.8% |
| 11.11111111 | 1219 | 0.5% |
| 22.22222222 | 2588 | 1.1% |
| 25 | 9103 | 3.8% |
| 33.33333333 | 3061 | 1.3% |
| 44.44444444 | 6253 | 2.6% |
| 50 | 27836 | |
| 55.55555556 | 6284 | 2.6% |
| 66.66666667 | 10076 | 4.2% |
| 75 | 49834 |
| Value | Count | Frequency (%) |
| 100 | 79704 | |
| 88.88888889 | 7804 | 3.3% |
| 77.77777778 | 13293 | 5.5% |
| 75 | 49834 | |
| 66.66666667 | 10076 | 4.2% |
| 55.55555556 | 6284 | 2.6% |
| 50 | 27836 | 11.6% |
| 44.44444444 | 6253 | 2.6% |
| 33.33333333 | 3061 | 1.3% |
| 25 | 9103 | 3.8% |
wime_fahrplan
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 8742 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.522288 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 5635 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 75 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 23.91105 |
|---|---|
| Coefficient of variation (CV) | 0.28628346 |
| Kurtosis | 2.5876559 |
| Mean | 83.522288 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.7013307 |
| Sum | 19299161 |
| Variance | 571.7383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 126675 | |
| 75 | 35519 | 14.8% |
| 77.77777778 | 14678 | 6.1% |
| 88.88888889 | 12666 | 5.3% |
| 50 | 11453 | 4.8% |
| 66.66666667 | 7748 | 3.2% |
| 0 | 5635 | 2.3% |
| 25 | 4731 | 2.0% |
| 55.55555556 | 3956 | 1.6% |
| 44.44444444 | 3745 | 1.6% |
| Other values (3) | 4260 | 1.8% |
| (Missing) | 8742 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 5635 | 2.3% |
| 11.11111111 | 840 | 0.4% |
| 22.22222222 | 1509 | 0.6% |
| 25 | 4731 | 2.0% |
| 33.33333333 | 1911 | 0.8% |
| 44.44444444 | 3745 | 1.6% |
| 50 | 11453 | 4.8% |
| 55.55555556 | 3956 | 1.6% |
| 66.66666667 | 7748 | 3.2% |
| 75 | 35519 |
| Value | Count | Frequency (%) |
| 100 | 126675 | |
| 88.88888889 | 12666 | 5.3% |
| 77.77777778 | 14678 | 6.1% |
| 75 | 35519 | 14.8% |
| 66.66666667 | 7748 | 3.2% |
| 55.55555556 | 3956 | 1.6% |
| 50 | 11453 | 4.8% |
| 44.44444444 | 3745 | 1.6% |
| 33.33333333 | 1911 | 0.8% |
| 25 | 4731 | 2.0% |
wime_oes_fahrt
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 57775 |
| Missing (%) | 24.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.707897 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 423 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 66.666667 |
| Q1 | 77.777778 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.222222 |
Descriptive statistics
| Standard deviation | 14.743394 |
|---|---|
| Coefficient of variation (CV) | 0.16253705 |
| Kurtosis | 5.5228798 |
| Mean | 90.707897 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.0036761 |
| Sum | 16511831 |
| Variance | 217.36765 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 114581 | |
| 75 | 25739 | 10.7% |
| 88.88888889 | 16983 | 7.1% |
| 77.77777778 | 12813 | 5.3% |
| 66.66666667 | 4225 | 1.8% |
| 50 | 3579 | 1.5% |
| 55.55555556 | 1485 | 0.6% |
| 44.44444444 | 943 | 0.4% |
| 25 | 632 | 0.3% |
| 0 | 423 | 0.2% |
| Other values (3) | 630 | 0.3% |
| (Missing) | 57775 |
| Value | Count | Frequency (%) |
| 0 | 423 | 0.2% |
| 11.11111111 | 106 | < 0.1% |
| 22.22222222 | 210 | 0.1% |
| 25 | 632 | 0.3% |
| 33.33333333 | 314 | 0.1% |
| 44.44444444 | 943 | 0.4% |
| 50 | 3579 | 1.5% |
| 55.55555556 | 1485 | 0.6% |
| 66.66666667 | 4225 | 1.8% |
| 75 | 25739 |
| Value | Count | Frequency (%) |
| 100 | 114581 | |
| 88.88888889 | 16983 | 7.1% |
| 77.77777778 | 12813 | 5.3% |
| 75 | 25739 | 10.7% |
| 66.66666667 | 4225 | 1.8% |
| 55.55555556 | 1485 | 0.6% |
| 50 | 3579 | 1.5% |
| 44.44444444 | 943 | 0.4% |
| 33.33333333 | 314 | 0.1% |
| 25 | 632 | 0.3% |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| wime_personal | 1.000 | 0.431 | 0.412 | 0.416 | 0.440 | 0.471 | 0.350 | 0.413 | 0.359 |
| wime_komfort | 0.431 | 1.000 | 0.631 | 0.363 | 0.549 | 0.552 | 0.401 | 0.393 | 0.355 |
| wime_sauberkeit | 0.412 | 0.631 | 1.000 | 0.334 | 0.527 | 0.500 | 0.350 | 0.335 | 0.373 |
| wime_puenktlich | 0.416 | 0.363 | 0.334 | 1.000 | 0.370 | 0.457 | 0.294 | 0.421 | 0.305 |
| wime_platzangebot | 0.440 | 0.549 | 0.527 | 0.370 | 1.000 | 0.518 | 0.378 | 0.362 | 0.312 |
| wime_gesamtzuf | 0.471 | 0.552 | 0.500 | 0.457 | 0.518 | 1.000 | 0.498 | 0.490 | 0.430 |
| wime_preis_leistung | 0.350 | 0.401 | 0.350 | 0.294 | 0.378 | 0.498 | 1.000 | 0.438 | 0.259 |
| wime_fahrplan | 0.413 | 0.393 | 0.335 | 0.421 | 0.362 | 0.490 | 0.438 | 1.000 | 0.293 |
| wime_oes_fahrt | 0.359 | 0.355 | 0.373 | 0.305 | 0.312 | 0.430 | 0.259 | 0.293 | 1.000 |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| 239930 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239915 | 100.0 | 25.0 | 75.0 | 100.0 | 100.0 | 100.0 | 75.0 | 100.0 | 75.0 |
| 239912 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 25.0 | 100.0 | 75.0 |
| 239911 | NaN | 75.0 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 75.0 | 100.0 |
| 239908 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239901 | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | 100.0 | NaN |
| 239938 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 239919 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| 239956 | 100.0 | 100.0 | 75.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| 239894 | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | 50.0 | NaN |
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | |
|---|---|---|---|---|---|---|---|---|---|
| 880 | 100.0 | 77.777778 | 55.555556 | 100.000000 | 100.000000 | 77.777778 | 77.777778 | 100.000000 | 100.000000 |
| 881 | NaN | 100.000000 | 77.777778 | 100.000000 | 77.777778 | 88.888889 | 33.333333 | 44.444444 | 100.000000 |
| 882 | NaN | 77.777778 | 66.666667 | 100.000000 | 66.666667 | 77.777778 | 88.888889 | 77.777778 | 77.777778 |
| 883 | 100.0 | 88.888889 | 77.777778 | 100.000000 | 88.888889 | 88.888889 | 88.888889 | 88.888889 | 88.888889 |
| 884 | NaN | 66.666667 | 100.000000 | 100.000000 | 100.000000 | 88.888889 | 66.666667 | 100.000000 | 100.000000 |
| 885 | NaN | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 |
| 886 | 100.0 | 22.222222 | 55.555556 | 11.111111 | 0.000000 | 33.333333 | 0.000000 | 22.222222 | 44.444444 |
| 887 | NaN | 77.777778 | 55.555556 | 100.000000 | 100.000000 | 77.777778 | 0.000000 | 100.000000 | 100.000000 |
| 888 | NaN | 66.666667 | 77.777778 | 100.000000 | 66.666667 | 77.777778 | 55.555556 | 55.555556 | 66.666667 |
| 913 | NaN | 100.000000 | 100.000000 | 88.888889 | 100.000000 | 88.888889 | 100.000000 | 100.000000 | 100.000000 |
Most frequently occurring
| wime_personal | wime_komfort | wime_sauberkeit | wime_puenktlich | wime_platzangebot | wime_gesamtzuf | wime_preis_leistung | wime_fahrplan | wime_oes_fahrt | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 12573 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 11604 |
| 13212 | NaN | NaN | NaN | NaN | NaN | NaN | 100.0 | 100.0 | NaN | 10646 |
| 5136 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 8966 |
| 13223 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7240 |
| 13178 | NaN | NaN | NaN | NaN | NaN | NaN | 75.0 | 100.0 | NaN | 5144 |
| 13177 | NaN | NaN | NaN | NaN | NaN | NaN | 75.0 | 75.0 | NaN | 3451 |
| 13150 | NaN | NaN | NaN | NaN | NaN | NaN | 50.0 | 100.0 | NaN | 2516 |
| 13089 | NaN | NaN | NaN | NaN | NaN | 100.0 | 100.0 | 100.0 | NaN | 2268 |
| 12501 | NaN | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 100.0 | 100.0 | 2105 |
| 5077 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 100.0 | 100.0 | 2047 |